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django-ab

AB-Testing framework with a difference.

An easily pluggable utility for doing control group testing of components in django web applications.

The application focuses importance of testing the product on actual users before going for the final release.

Usage

  • Install the package pip install django-ab

  • Add feature flag to distinguish a particular feature. Note that the flag should start with F. The feature flag control the behaviour to turn on/off the feature for the users.

    For example, if you have a feature flag F_SHOW_ADS set to True it would turn on the ads for the set of users and False would turn off that feature.

  • Using it as a decorator? @quick(<feature_flag>, <callable_name>, only_authenticated=[True|False])

Here callable name is the name of the experiment that you want to conduct on the set of users.

  • Using it as a django templatetag? `{% ifexperiment feature_flag callable_name only_authenticated=[True|False] %}

{% elifexperiment ... %} ... {% endif %} `

Future Scope

  • Add support for multiple experimets on the same view in the view layer itself.
  • Build analytics tool to give the developers a better idea on which strategies turns out to be better
  • PEP8 fixes and rolling out django-ab.readthedocs.org

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